| 2026 | ACL | RADAR: Risk-Aware Distilled Adaptive Routing for Efficient Short-Form Video Platform Ecosystem Governance. | Baoyu Jing, Zixuan Wang, Junwen Chen, Xin Dong, Bingfeng Deng |
| 2026 | ACL | IPS: In-Prompt Process Supervision for Short Video Content Moderation. | Mingchao Liu, Yu Sun, Ruixiao Sun, Xin Dong, Xiang Shen, Hongwei Wang, Hongyu Xiong, Yang Song |
| 2025 | AAAI | DreamFit: Garment-Centric Human Generation via a Lightweight Anything-Dressing Encoder. | Ente Lin, Xujie Zhang, Fuwei Zhao, Yuxuan Luo, Xin Dong, Long Zeng, Xiaodan Liang |
| 2025 | AAAI | DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. | Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo |
| 2025 | ACL | Unraveling the Mechanics of Learning-Based Demonstration Selection for In-Context Learning. | Hui Liu, Wenya Wang, Hao Sun, Chris Xing Tian, Chenqi Kong, Xin Dong, Haoliang Li |
| 2025 | EMNLP | Reasoning-Enhanced Domain-Adaptive Pretraining of Multimodal Large Language Models for Short Video Content Governance. | Zixuan Wang, Yu Sun, Hongwei Wang, Baoyu Jing, Xiang Shen, Xin Dong, Zhuolin Hao, Hongyu Xiong, Yang Song |
| 2025 | ICASSP | FCConDubber: Fine And Coarse Grained Prosody Alignment For Expressive Video Dubbing via Contrastive Audio-Motion Pretraining. | Qiulin Li, Zhichao Wu, Hanwei Li, Xin Dong, Qun Yang |
| 2025 | ICCCN | CFcoQUIC: CPU/FPGA Co-design Accelerated QUIC for Low-Power IoT Communication. | Xin Dong, Lizhuang Tan, Huiling Shi, Wei Zhang, Peiying Zhang |
| 2025 | ICCV | Inter: Mitigating Hallucination in Large Vision-Language Models by Interaction Guidance Sampling. | Xin Dong, Shichao Dong, Jin Wang, Jing Huang, Li Zhou, Zenghui Sun, Lihua Jing, Jinsong Lan, Xiaoyong Zhu, Bo Zheng |
| 2025 | ICLR | Hymba: A Hybrid-head Architecture for Small Language Models. | Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van Keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov |
| 2025 | ICLR | LongMamba: Enhancing Mamba's Long-Context Capabilities via Training-Free Receptive Field Enlargement. | Zhifan Ye, Kejing Xia, Yonggan Fu, Xin Dong, Jihoon Hong, Xiangchi Yuan, Shizhe Diao, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin |
| 2025 | ICML | LaCache: Ladder-Shaped KV Caching for Efficient Long-Context Modeling of Large Language Models. | Dachuan Shi, Yonggan Fu, Xiangchi Yuan, Zhongzhi Yu, Haoran You, Sixu Li, Xin Dong, Jan Kautz, Pavlo Molchanov, Yingyan Celine Lin |
| 2025 | IROS | An Easy Method for Extrinsic Calibration of Camera and Time-of-Flight Sensor. | Tianyou Zhang, Jing Liu, Dragos Axinte, Xin Dong |
| 2025 | KDD | Untitled record | Xin Dong, Sen Jia, Ming Rui Wang, Yan Li, Zhenheng Yang, Bingfeng Deng, Hongyu Xiong |
| 2025 | KDD | Instruction Semantics Enhanced Dual-Flow Graph Model for GPU Error Resilience Prediction. | Pengfei Yu, Jingjing Gu, Dazhong Shen, Xin Dong, Yang Liu, Hui Xiong |
| 2025 | VCIP | LAMP: Occlusion-Aware LAyered Control for Multi-Person Image Generation. | Lihan Zhang, Xin Dong, Wenfeng Deng, Xiaojun Liang, Yang Li, Yansong Tang |
| 2024 | ACL | Large Language Models as Zero-shot Dialogue State Tracker through Function Calling. | Zekun Li, Zhiyu Chen, Mike Ross, Patrick Huber, Seungwhan Moon, Zhaojiang Lin, Xin Dong, Adithya Sagar, Xifeng Yan, Paul A. Crook |
| 2024 | CVPR | PAD: Patch-Agnostic Defense against Adversarial Patch Attacks. | Lihua Jing, Rui Wang, Wenqi Ren, Xin Dong, Cong Zou |
| 2024 | CVPR | Segment Every Out-of-Distribution Object. | Wenjie Zhao, Jia Li, Xin Dong, Yu Xiang, Yunhui Guo |
| 2024 | ECCV | A Simple Background Augmentation Method for Object Detection with Diffusion Model. | Yuhang Li, Xin Dong, Chen Chen, Weiming Zhuang, Lingjuan Lyu |
| 2024 | ECCV | Finding Needles in a Haystack: A Black-Box Approach to Invisible Watermark Detection. | Minzhou Pan, Zhenting Wang, Xin Dong, Vikash Sehwag, Lingjuan Lyu, Xue Lin |
| 2024 | EMNLP | SnapNTell: Enhancing Entity-Centric Visual Question Answering with Retrieval Augmented Multimodal LLM. | Jielin Qiu, Andrea Madotto, Zhaojiang Lin, Paul A. Crook, Yifan Ethan Xu, Babak Damavandi, Xin Dong, Christos Faloutsos, Lei Li, Seungwhan Moon |
| 2024 | ICLR | The Cost of Scaling Down Large Language Models: Reducing Model Size Affects Memory before In-context Learning. | Tian Jin, Nolan Clement, Xin Dong, Vaishnavh Nagarajan, Michael Carbin, Jonathan Ragan-Kelley, Gintare Karolina Dziugaite |
| 2024 | MMM | HPattack: An Effective Adversarial Attack for Human Parsing. | Xin Dong, Rui Wang, Sanyi Zhang, Lihua Jing |
| 2024 | SIGIR | GATS: Generative Audience Targeting System for Online Advertising. | Cong Jiang, Zhongde Chen, Bo Zhang, Yankun Ren, Xin Dong, Lei Cheng, Xinxing Yang, Longfei Li, Jun Zhou, Linjian Mo |
| 2024 | TrustCom | A corrected method for parameters in the signal propagation model. | Yan Liang, Xin Dong, Song Chen, Zhengda Li, Zhimin Chang |
| 2024 | VCIP | Localization-Aware Multi-Scale Representation Learning for Repetitive Action Counting. | Sujia Wang, Xiangwei Shen, Yansong Tang, Xin Dong, Wenjia Geng, Lei Chen |
| 2023 | AAAI | REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation. | Caiqi Sun, Jiewei Gu, Binbin Hu, Xin Dong, Hai Li, Lei Cheng, Linjian Mo |
| 2023 | CIKM | MI-DPG: Decomposable Parameter Generation Network Based on Mutual Information for Multi-Scenario Recommendation. | Wenzhuo Cheng, Ke Ding, Xin Dong, Yong He, Liang Zhang, Linjian Mo |
| 2023 | CIKM | DAE: Distribution-Aware Embedding for Numerical Features in Click-Through Rate Prediction. | Bin Shen, Jingran Xu, Xu Min, Zeyu Ke, Yong He, Liang Zhang, Xin Dong, Linjian Mo |
| 2023 | CVPR | GP-VTON: Towards General Purpose Virtual Try-On via Collaborative Local-Flow Global-Parsing Learning. | Zhenyu Xie, Zaiyu Huang, Xin Dong, Fuwei Zhao, Haoye Dong, Xijin Zhang, Feida Zhu, Xiaodan Liang |
| 2023 | ISMAR | Adaptive Color Structured Light for Calibration and Shape Reconstruction. | Xin Dong, Haibin Ling, Bingyao Huang |
| 2023 | SIGIR | BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction. | Yin Deng, Yingxin Chen, Xin Dong, Lingchao Pan, Hai Li, Lei Cheng, Linjian Mo |
| 2022 | BMVC | Privacy Vulnerability of Split Computing to Data-Free Model Inversion Attacks. | Xin Dong, Hongxu Yin, Jos M. lvarez, Jan Kautz, Pavlo Molchanov, H. T. Kung |
| 2022 | CIKM | CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention. | Zhongde Chen, Ruize Wu, Cong Jiang, Honghui Li, Xin Dong, Can Long, Yong He, Lei Cheng, Linjian Mo |
| 2022 | CIKM | GFlow-FT: Pick a Child Network via Gradient Flow for Efficient Fine-Tuning in Recommendation Systems. | Ke Ding, Yong He, Xin Dong, Jieyu Yang, Liang Zhang, Ang Li, Xiaolu Zhang, Linjian Mo |
| 2022 | CIKM | GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | CIKM | MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. | Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo |
| 2022 | CIKM | A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. | Hai Li, Xin Dong, Lei Cheng, Linjian Mo |
| 2022 | CVPR | Neural Mean Discrepancy for Efficient Out-of-Distribution Detection. | Xin Dong, Junfeng Guo, Ang Li, Wei-Te Ting, Cong Liu, H. T. Kung |
| 2022 | CVPR | SplitNets: Designing Neural Architectures for Efficient Distributed Computing on Head-Mounted Systems. | Xin Dong, Barbara De Salvo, Meng Li, Chiao Liu, Zhongnan Qu, H. T. Kung, Ziyun Li |
| 2022 | CVPR | Dressing in the Wild by Watching Dance Videos. | Xin Dong, Fuwei Zhao, Zhenyu Xie, Xijin Zhang, Daniel K. Du, Min Zheng, Xiang Long, Xiaodan Liang, Jianchao Yang |
| 2022 | ECCV | SphereFed: Hyperspherical Federated Learning. | Xin Dong, Sai Qian Zhang, Ang Li, H. T. Kung |
| 2022 | ECIR | Temporal Event Reasoning Using Multi-source Auxiliary Learning Objectives. | Xin Dong, Tanay Kumar Saha, Ke Zhang, Joel R. Tetreault, Alejandro Jaimes, Gerard de Melo |
| 2022 | IJCNLP | Assessing Combinational Generalization of Language Models in Biased Scenarios. | Yanbo Fang, Zuohui Fu, Xin Dong, Yongfeng Zhang, Gerard de Melo |
| 2022 | ICRA | Liftoff of A Motor-Driven Flapping Wing Rotorcraft with Mechanically Decoupled Wings. | Fangyuan Liu, Song Li, Ziyu Wang, Xin Dong, Daochun Li, Zhan Tu |
| 2021 | AAAI | Multi-Task Recurrent Modular Networks. | Dongkuan Xu, Wei Cheng, Xin Dong, Bo Zong, Wenchao Yu, Jingchao Ni, Dongjin Song, Xuchao Zhang, Haifeng Chen, Xiang Zhang |
| 2021 | ACL | Data Augmentation with Adversarial Training for Cross-Lingual NLI. | Xin Dong, Yaxin Zhu, Zuohui Fu, Dongkuan Xu, Gerard de Melo |
| 2021 | ASPLOS | Training for multi-resolution inference using reusable quantization terms. | Sai Qian Zhang, Bradley McDanel, H. T. Kung, Xin Dong |
| 2021 | ICCV | MixMix: All You Need for Data-Free Compression Are Feature and Data Mixing. | Yuhang Li, Feng Zhu, Ruihao Gong, Mingzhu Shen, Xin Dong, Fengwei Yu, Shaoqing Lu, Shi Gu |
| 2021 | ICML | A Free Lunch From ANN: Towards Efficient, Accurate Spiking Neural Networks Calibration. | Yuhang Li, Shikuang Deng, Xin Dong, Ruihao Gong, Shi Gu |
| 2021 | SIGIR | MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning. | Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo |
| 2021 | SIGMOD | FoundationDB: A Distributed Unbundled Transactional Key Value Store. | Jingyu Zhou, Meng Xu, Alexander Shraer, Bala Namasivayam, Alex Miller, Evan Tschannen, Steve Atherton, Andrew J. Beamon, Rusty Sears, John Leach, Dave Rosenthal, Xin Dong, Will Wilson, Ben Collins, David Scherer, Alec Grieser, Young Liu, Alvin Moore, Bhaskar Muppana, Xiaoge Su, Vishesh Yadav |
| 2020 | AAAI | Asymmetrical Hierarchical Networks with Attentive Interactions for Interpretable Review-Based Recommendation. | Xin Dong, Jingchao Ni, Wei Cheng, Zhengzhang Chen, Bo Zong, Dongjin Song, Yanchi Liu, Haifeng Chen, Gerard de Melo |
| 2020 | AAAI | ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs. | Zuohui Fu, Yikun Xian, Shijie Geng, Yingqiang Ge, Yuting Wang, Xin Dong, Guang Wang, Gerard de Melo |
| 2020 | AAAI | RTN: Reparameterized Ternary Network. | Yuhang Li, Xin Dong, Sai Qian Zhang, Haoli Bai, Yuanpeng Chen, Wei Wang |
| 2020 | COLING | Domain-Specific Sentiment Lexicons Induced from Labeled Documents. | S. M. Mazharul Islam, Xin Dong, Gerard de Melo |
| 2020 | EMNLP | exBERT: Extending Pre-trained Models with Domain-specific Vocabulary Under Constrained Training Resources. | Wen Tai, H. T. Kung, Xin Dong, Marcus Z. Comiter, Chang-Fu Kuo |
| 2020 | ICLR | Additive Powers-of-Two Quantization: An Efficient Non-uniform Discretization for Neural Networks. | Yuhang Li, Xin Dong, Wei Wang |
| 2020 | SIGIR | Leveraging Adversarial Training in Self-Learning for Cross-Lingual Text Classification. | Xin Dong, Yaxin Zhu, Yupeng Zhang, Zuohui Fu, Dongkuan Xu, Sen Yang, Gerard de Melo |
| 2020 | SEKE | Identifying Similar Users Based on Metagraph of Check-in Trajectory Data. | Rui Song, Tong Li, Xin Dong, Zhiming Ding |
| 2019 | CaiSE | Review-Based User Profiling: A Systematic Mapping Study. | Xin Dong, Tong Li, Xiangyang Li, Rui Song, Zhiming Ding |
| 2019 | COMPSAC | An Ontology Enhanced User Profiling Algorithm Based on Application Feedback. | Xin Dong, Tong Li, Zhiming Ding |
| 2019 | CVPR | A Main/Subsidiary Network Framework for Simplifying Binary Neural Networks. | Yinghao Xu, Xin Dong, Yudian Li, Hao Su |
| 2019 | CVPR | Pose2Seg: Detection Free Human Instance Segmentation. | Song-Hai Zhang, Ruilong Li, Xin Dong, Paul L. Rosin, Zixi Cai, Xi Han, Dingcheng Yang, Haozhi Huang, Shi-Min Hu |
| 2019 | CVPR | Binary Ensemble Neural Network: More Bits per Network or More Networks per Bit? | Shilin Zhu, Xin Dong, Hao Su |
| 2019 | EMNLP | A Robust Self-Learning Framework for Cross-Lingual Text Classification. | Xin Dong, Gerard de Melo |
| 2019 | ICS | Full-stack optimization for accelerating CNNs using powers-of-two weights with FPGA validation. | Bradley McDanel, Sai Qian Zhang, H. T. Kung, Xin Dong |
| 2018 | AAAI | Cross-Lingual Propagation for Deep Sentiment Analysis. | Xin Dong, Gerard de Melo |
| 2018 | ACL | A Helping Hand: Transfer Learning for Deep Sentiment Analysis. | Xin Dong, Gerard de Melo |
| 2018 | IROS | Robotic Boreblending: The Future of In-Situ Gas Turbine Repair. | David Alatorre, Bilal Nasser, Amir Rabani, Adam Nagy-Sochacki, Xin Dong, Dragos Axinte, James Kell |
| 2018 | IROS | Modelling an Actuated Large Deformation Soft Continuum Robot Surface Undergoing External Forces Using a Lumped-Mass Approacb* Research supported by UK Engineering and Physical Sciences Research Council (EPSRC). | Hossein Habibi, Chenghao Yang, Rongjie Kang, Ian D. Walker, Isuru S. Godage, Xin Dong, David T. Branson |
| 2018 | IROS | Design and Development of a Slender Dual-Structure Continuum Robot for In-Situ Aeroengine Repair. | Mingfeng Wang, David Palmer, Xin Dong, David Alatorre, Dragos Axinte, Andy Norton |
| 2017 | AAAI | A Hybrid Collaborative Filtering Model with Deep Structure for Recommender Systems. | Xin Dong, Lei Yu, Zhonghuo Wu, Yuxia Sun, Lingfeng Yuan, Fangxi Zhang |
| 2017 | KDD | A Data-driven Process Recommender Framework. | Sen Yang, Xin Dong, Leilei Sun, Yichen Zhou, Richard A. Farneth, Hui Xiong, Randall S. Burd, Ivan Marsic |
| 2016 | UIC | An Iterative Weighted KNN (IW-KNN) Based Indoor Localization Method in Bluetooth Low Energy (BLE) Environment. | Yiran Peng, Wentao Fan, Xin Dong, Xing Zhang |
| 2015 | ICPADS | Differentially Private Wireless Data Publication in Large-Scale WLAN Networks. | Jiadi Yu, Xin Dong, Yuan Luo, Minglu Li |
| 2014 | KDD | Knowledge vault: a web-scale approach to probabilistic knowledge fusion. | Xin Dong, Evgeniy Gabrilovich, Geremy Heitz, Wilko Horn, Ni Lao, Kevin Murphy, Thomas Strohmann, Shaohua Sun, Wei Zhang |
| 2013 | GLOBECOM | P2E: Privacy-preserving and effective cloud data sharing service. | Xin Dong, Jiadi Yu, Yuan Luo, Yingying Chen, Guangtao Xue, Minglu Li |
| 2013 | GLOBECOM | Exploiting soil moisture information for adaptive error control in wireless underground sensor networks. | Xin Dong, Mehmet Can Vuran |
| 2013 | INFOCOM | Environment aware connectivity for wireless underground sensor networks. | Xin Dong, Mehmet Can Vuran |
| 2013 | IWQoS | Achieving secure and efficient data collaboration in cloud computing. | Xin Dong, Jiadi Yu, Yuan Luo, Yingying Chen, Guangtao Xue, Minglu Li |
| 2012 | ICPADS | Privacy-Aware Multi-Keyword Top-k Search over Untrust Data Cloud. | Peng Lu, Jiadi Yu, Xin Dong, Guangtao Xue, Minglu Li |
| 2012 | SECON | Connecting soil to the cloud: A wireless underground sensor network testbed. | John Tooker, Xin Dong, Mehmet Can Vuran, Suat Irmak |
| 2011 | APSEC | Value-Risk Trade-off Analysis for Iteration Planning in Extreme Programming. | Xin Dong, Qiusong Yang, Qing Wang, Jian Zhai, Gnther Ruhe |
| 2011 | EuroPar | A Bit-Compatible Parallelization for ILU(k) Preconditioning. | Xin Dong, Gene Cooperman |
| 2011 | GLOBECOM | A Channel Model for Wireless Underground Sensor Networks Using Lateral Waves. | Xin Dong, Mehmet Can Vuran |
| 2011 | WCNC | Analysis of the accuracy-latency-energy tradeoff for wireless embedded camera networks. | Alvaro Pinto, Zhe Zhang, Xin Dong, Senem Velipasalar, Mehmet Can Vuran, Mustafa Cenk Gursoy |
| 2010 | EuroPar | Multithreaded Geant4: Semi-automatic Transformation into Scalable Thread-Parallel Software. | Xin Dong, Gene Cooperman, John Apostolakis |
| 2010 | GLOBECOM | Vision Graph Construction in Wireless Multimedia Sensor Networks. | Xin Dong, Mehmet Can Vuran |
| 2010 | GLOBECOM | Energy Consumption and Latency Analysis for Wireless Multimedia Sensor Networks. | Alvaro Pinto, Zhe Zhang, Xin Dong, Senem Velipasalar, Mehmet Can Vuran, Mustafa Cenk Gursoy |
| 2010 | ISSAC | Fast multiplication of large permutations for disk, flash memory and RAM. | Vlad Slavici, Xin Dong, Daniel Kunkle, Gene Cooperman |
| 2009 | CIDR | Sailing the Information Ocean with Awareness of Currents: Discovery and Application of Source Dependence. | Laure Berti-quille, Anish Das Sarma, Xin Dong, Amlie Marian, Divesh Srivastava |
| 2008 | SIGMOD | Bootstrapping pay-as-you-go data integration systems. | Anish Das Sarma, Xin Dong, Alon Y. Halevy |
| 2007 | SIGMOD | Indexing dataspaces. | Xin Dong, Alon Y. Halevy |
| 2005 | CIDR | A Platform for Personal Information Management and Integration. | Xin Dong, Alon Y. Halevy |
| 2005 | SIGMOD | Reference Reconciliation in Complex Information Spaces. | Xin Dong, Alon Y. Halevy, Jayant Madhavan |
| 2004 | VLDB | Simlarity Search for Web Services. | Xin Dong, Alon Y. Halevy, Jayant Madhavan, Ema Nemes, Jun Zhang |
| 2004 | VLDB | Containment of Nested XML Queries. | Xin Dong, Alon Y. Halevy, Igor Tatarinov |
| 2003 | SIGMOD | ROLEX: Relational On-Line Exchange with XML. | Philip Bohannon, Xin Dong, Sumit Ganguly, Henry F. Korth, Chengkai Li, P. P. S. Narayan, Pradeep Shenoy |
| 2002 | CSCWD | Petri-net-based Context-related Access Control in Workflow Environment. | Xin Dong, Gang Chen, Jianwei Yin, Jinxiang Dong |